The notification popped up: a new message from Ben. He was usually a fountain of witty banter, but tonight, his tone was heavy. He had lost his job and sounded defeated. She knew, from a casual comment months prior, that he lived a few blocks away.

A sudden impulse seized her. She quickly rummaged through her pantry, gathering canned goods and non-perishable items. She then opened up a document and started writing, "I’m putting together a list of local job agencies, too, so we can go through them together. Also, I have a few things here to eat. If you want, I can come by. No pressure, though, of course." She paused, her heart pounding, then hit send.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444